On Ubuntu 14.04 (Trusty Tahr) I\'m looking for a way to stop a running container and the only information I have is the image name that was used in the Docker run comma
You can use the ps command to take a look at the running containers:
ps
docker ps -a
From there you should see the name of your container along with the container ID that you're looking for. Here's more information about docker ps.